src/push_to_hub.py

import json
from functools import partial
from typing import Iterable

from datasets import Dataset


def generate_from_jsonl(path: str) -> Iterable[dict]:
    with open(path) as in_file:
        for line in in_file:
            entry = json.loads(line.strip())
            yield entry


def main():
    dataset = Dataset.from_generator(
        partial(generate_from_jsonl, "aligned_filtered.jsonl")
    )
    dataset = dataset.train_test_split(test_size=0.2, shuffle=True)
    dataset.push_to_hub("kardosdrur/opensubtitles-da-sv")


if __name__ == "__main__":
    main()